Update parquet files

.gitattributes

@@ -14,3 +14,9 @@
 *.pb filter=lfs diff=lfs merge=lfs -text
 *.pt filter=lfs diff=lfs merge=lfs -text
 *.pth filter=lfs diff=lfs merge=lfs -text
+all_sentence/polemo2-official-train.parquet filter=lfs diff=lfs merge=lfs -text
+all_text/polemo2-official-train.parquet filter=lfs diff=lfs merge=lfs -text
+hotels_sentence/polemo2-official-train.parquet filter=lfs diff=lfs merge=lfs -text
+hotels_text/polemo2-official-train.parquet filter=lfs diff=lfs merge=lfs -text
+medicine_sentence/polemo2-official-train.parquet filter=lfs diff=lfs merge=lfs -text
+medicine_text/polemo2-official-train.parquet filter=lfs diff=lfs merge=lfs -text

README.md

@@ -1,146 +0,0 @@
----
-annotations_creators: 
-- expert-generated 
-language_creators: 
-- other
-language: 
-- pl
-license: 
-- cc-by-sa-4.0
-multilinguality: 
-- monolingual
-pretty_name: 'Polemo2'
-size_categories: 
-- 8K
-- 1K<n<10K
-source_datasets: 
-- original
-task_categories: 
-- text-classification
-task_ids: 
-- sentiment-classification
----
-
-# Polemo2
-
-## Description
-
-The PolEmo2.0 is a dataset of online consumer reviews from four domains: medicine, hotels, products, and university. It is human-annotated on a level of full reviews and individual sentences. Current version (PolEmo 2.0) contains 8,216 reviews having 57,466 sentences. Each text and sentence was manually annotated with sentiment in the 2+1 scheme, which gives a total of 197,046 annotations. About 85% of the reviews are from the medicine and hotel domains. Each review is annotated with four labels: positive, negative, neutral, or ambiguous.
-
-## Tasks (input, output and metrics)
-
-The task is to predict the correct label of the review.
-
-**Input** ('*text*' column): sentence
-
-**Output** ('*target*' column): label for sentence sentiment ('zero': neutral, 'minus': negative, 'plus': positive, 'amb': ambiguous)
-
-**Domain**: Online reviews
-
-**Measurements**: Accuracy, F1 Macro
-
-**Example**: 
-
-Input: `Na samym wejściu hotel śmierdzi . W pokojach jest pleśń na ścianach , brudny dywan . W łazience śmierdzi chemią , hotel nie grzeje w pokojach panuje chłód . Wyposażenie pokoju jest stare , kran się rusza , drzwi na balkon nie domykają się . Jedzenie jest w małych ilościach i nie smaczne . Nie polecam nikomu tego hotelu .`
-
-Input (translated by DeepL): `At the very entrance the hotel stinks . In the rooms there is mold on the walls , dirty carpet . The bathroom smells of chemicals , the hotel does not heat in the rooms are cold . The room furnishings are old , the faucet moves , the door to the balcony does not close . The food is in small quantities and not tasty . I would not recommend this hotel to anyone .`
-
-Output:  `1` (negative)
-
-## Data splits
-
-| Subset | Cardinality |
-|--------|------------:|
-| train  |        6573 |
-| val    |         823 |
-| test   |         820 |
-
-## Class distribution
-
-| Class   |   train |          dev |   test |
-|:--------|--------:|-------------:|-------:|
-| minus   |  0.3756 |       0.3694 | 0.4134 |
-| plus    |  0.2775 |       0.2868 | 0.2768 |
-| amb     |  0.1991 |       0.1883 | 0.1659 |
-| zero    |  0.1477 |       0.1555 | 0.1439 |
-
-## Citation
-
-```
-@inproceedings{kocon-etal-2019-multi,
-    title = "Multi-Level Sentiment Analysis of {P}ol{E}mo 2.0: Extended Corpus of Multi-Domain Consumer Reviews",
-    author = "Koco{\'n}, Jan  and
-      Mi{\l}kowski, Piotr  and
-      Za{\'s}ko-Zieli{\'n}ska, Monika",
-    booktitle = "Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL)",
-    month = nov,
-    year = "2019",
-    address = "Hong Kong, China",
-    publisher = "Association for Computational Linguistics",
-    url = "https://aclanthology.org/K19-1092",
-    doi = "10.18653/v1/K19-1092",
-    pages = "980--991",
-    abstract = "In this article we present an extended version of PolEmo {--} a corpus of consumer reviews from 4 domains: medicine, hotels, products and school. Current version (PolEmo 2.0) contains 8,216 reviews having 57,466 sentences. Each text and sentence was manually annotated with sentiment in 2+1 scheme, which gives a total of 197,046 annotations. We obtained a high value of Positive Specific Agreement, which is 0.91 for texts and 0.88 for sentences. PolEmo 2.0 is publicly available under a Creative Commons copyright license. We explored recent deep learning approaches for the recognition of sentiment, such as Bi-directional Long Short-Term Memory (BiLSTM) and Bidirectional Encoder Representations from Transformers (BERT).",
-}
-```
-
-## License
-
-```
-Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
-```
-
-## Links
-
-[HuggingFace](https://huggingface.co/datasets/clarin-pl/polemo2-official)
-
-[Source](https://clarin-pl.eu/dspace/handle/11321/710)
-
-[Paper](https://aclanthology.org/K19-1092/)
-
-## Examples
-
-### Loading
-
-```python
-from pprint import pprint
-
-from datasets import load_dataset
-
-dataset = load_dataset("clarin-pl/polemo2-official")
-pprint(dataset['train'][0])
-
-# {'target': 1,
-#  'text': 'Na samym wejściu hotel śmierdzi . W pokojach jest pleśń na ścianach '
-#          ', brudny dywan . W łazience śmierdzi chemią , hotel nie grzeje w '
-#          'pokojach panuje chłód . Wyposażenie pokoju jest stare , kran się '
-#          'rusza , drzwi na balkon nie domykają się . Jedzenie jest w małych '
-#          'ilościach i nie smaczne . Nie polecam nikomu tego hotelu .'}
-```
-
-### Evaluation
-
-```python
-import random
-from pprint import pprint
-
-from datasets import load_dataset, load_metric
-
-dataset = load_dataset("clarin-pl/polemo2-official")
-references = dataset["test"]["target"]
-
-# generate random predictions
-predictions = [random.randrange(max(references) + 1) for _ in range(len(references))]
-
-acc = load_metric("accuracy")
-f1 = load_metric("f1")
-
-acc_score = acc.compute(predictions=predictions, references=references)
-f1_score = f1.compute(predictions=predictions, references=references, average='macro')
-
-pprint(acc_score)
-pprint(f1_score)
-
-# {'accuracy': 0.2475609756097561}
-# {'f1': 0.23747048177471738}
-```

data/Nhotels.text.dev.txt → all_sentence/polemo2-official-train.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:640bdaa8d4b79b1d1aa151d046cccb2e1c54aa3eaa61c5a8d67ff29dae70788f
-size 343829
+oid sha256:1ee0a5d93699f0f98a04f4e73edfcc888df3fb4dd420bb0092a6a29f8ca09f5e
+size 3735032

data/Nhotels.text.train.txt → all_text/polemo2-official-train.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8ca5e462deb6c99be401941f328c0845d9118071a0a2ab5e9bff0979a82796d1
-size 2711091
+oid sha256:8aadfd783f5ae2f615ce68cc3dca1bdfbf3f3ff42ba09158f01b764760d5f5f9
+size 3629436

data/.gitattributes

@@ -1,46 +0,0 @@
-reviews.sentence.test.txt filter=lfs diff=lfs merge=lfs -text
-Nhotels.sentence.train.txt filter=lfs diff=lfs merge=lfs -text
-Nhotels.text.train.txt filter=lfs diff=lfs merge=lfs -text
-Nmedicine.sentence.dev.txt filter=lfs diff=lfs merge=lfs -text
-Nmedicine.text.dev.txt filter=lfs diff=lfs merge=lfs -text
-Nproducts.sentence.train.txt filter=lfs diff=lfs merge=lfs -text
-medicine.sentence.dev.txt filter=lfs diff=lfs merge=lfs -text
-medicine.text.dev.txt filter=lfs diff=lfs merge=lfs -text
-reviews.text.test.txt filter=lfs diff=lfs merge=lfs -text
-all.text.test.txt filter=lfs diff=lfs merge=lfs -text
-hotels.sentence.test.txt filter=lfs diff=lfs merge=lfs -text
-Nproducts.sentence.dev.txt filter=lfs diff=lfs merge=lfs -text
-all.text.dev.txt filter=lfs diff=lfs merge=lfs -text
-hotels.text.train.txt filter=lfs diff=lfs merge=lfs -text
-products.text.test.txt filter=lfs diff=lfs merge=lfs -text
-reviews.sentence.train.txt filter=lfs diff=lfs merge=lfs -text
-Nhotels.text.dev.txt filter=lfs diff=lfs merge=lfs -text
-all.text.train.txt filter=lfs diff=lfs merge=lfs -text
-hotels.sentence.train.txt filter=lfs diff=lfs merge=lfs -text
-medicine.sentence.train.txt filter=lfs diff=lfs merge=lfs -text
-products.sentence.train.txt filter=lfs diff=lfs merge=lfs -text
-Nhotels.sentence.dev.txt filter=lfs diff=lfs merge=lfs -text
-Nproducts.text.dev.txt filter=lfs diff=lfs merge=lfs -text
-hotels.sentence.dev.txt filter=lfs diff=lfs merge=lfs -text
-hotels.text.test.txt filter=lfs diff=lfs merge=lfs -text
-medicine.sentence.test.txt filter=lfs diff=lfs merge=lfs -text
-reviews.text.dev.txt filter=lfs diff=lfs merge=lfs -text
-Nmedicine.text.train.txt filter=lfs diff=lfs merge=lfs -text
-Nreviews.sentence.dev.txt filter=lfs diff=lfs merge=lfs -text
-Nreviews.text.dev.txt filter=lfs diff=lfs merge=lfs -text
-Nreviews.text.train.txt filter=lfs diff=lfs merge=lfs -text
-all.sentence.test.txt filter=lfs diff=lfs merge=lfs -text
-products.text.train.txt filter=lfs diff=lfs merge=lfs -text
-reviews.text.train.txt filter=lfs diff=lfs merge=lfs -text
-Nreviews.sentence.train.txt filter=lfs diff=lfs merge=lfs -text
-hotels.text.dev.txt filter=lfs diff=lfs merge=lfs -text
-medicine.text.test.txt filter=lfs diff=lfs merge=lfs -text
-medicine.text.train.txt filter=lfs diff=lfs merge=lfs -text
-products.sentence.test.txt filter=lfs diff=lfs merge=lfs -text
-products.text.dev.txt filter=lfs diff=lfs merge=lfs -text
-reviews.sentence.dev.txt filter=lfs diff=lfs merge=lfs -text
-Nmedicine.sentence.train.txt filter=lfs diff=lfs merge=lfs -text
-Nproducts.text.train.txt filter=lfs diff=lfs merge=lfs -text
-all.sentence.dev.txt filter=lfs diff=lfs merge=lfs -text
-all.sentence.train.txt filter=lfs diff=lfs merge=lfs -text
-products.sentence.dev.txt filter=lfs diff=lfs merge=lfs -text

data/Nmedicine.sentence.dev.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:453706783cfb0b48e7012acde5840238ae06e27bb847353c2f98450173aa75e0
-size 419932

data/Nmedicine.sentence.train.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3ab19cc303bbe3387dd9cb8ae5f193b395c01f60cebdb4c97ada0eb83534313f
-size 3272653

data/Nmedicine.text.dev.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:c82daefac656610078aad1245d8b52d719fcd0e54d2eef42d58e3aba63fec400
-size 382654

data/Nmedicine.text.train.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f923cc43ccb2a5aa534ad8cda62d965ef7f2c04e9f80b27cded7357888f64ca7
-size 3168506

data/Nproducts.sentence.dev.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ed5fac261304dd35eed1dbf1d68767024dac1cdf712a0aa1dbd7b2e24e455690
-size 634258

data/Nproducts.sentence.train.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:98e847383b00121599f613953cee8b6910b262e8e1c741849844b97c4aa8194b
-size 4998206

data/Nproducts.text.dev.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0f822303c2cd17d99038a5ce3b7befe958b582a52328f4fab131447107e7d43d
-size 623803

data/Nproducts.text.train.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:cb7dbc017dabdb20c3abbf8dea53685891deccde841e48409dec622a092759eb
-size 5054125

data/Nreviews.sentence.dev.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:67dcd1a34ca4eaa6387149c0e83b3f73df949ea4209319459578b499899a8a87
-size 691618

data/Nreviews.sentence.train.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:83031fd32a65c9392e5b2732f5a39004989d93640e924ee4b195a9d20bd13d89
-size 5456182

data/Nreviews.text.dev.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:4bc3eb8453b58e7cb9cc124422f8764dc28a72a63c8bf7473a241c1171de3606
-size 640076

data/Nreviews.text.train.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:45b55cb79904488bd4ea2c95506297eb35feb015c1eab5650cd6c1d69b7b6fc4
-size 5183388

data/all.sentence.dev.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0a46a067854b3fd5ea40b9001d55b47310b1c249bdd19ac15f86685703c45051
-size 725636

data/all.sentence.test.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:c359b426f7aba6f16a77c5a6a0284ddaa9bb4611ccb5897ebe4cc332edaf5fff
-size 716415

data/all.sentence.train.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e9b242f410e1c3e32892162293a4cbea772a4a490b80806e8510192665db4536
-size 5722466

data/all.text.dev.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:1d92db1b0b76f7c4787cbc1492f68be55c762deae0d6c6a0e5359748de7f4c47
-size 663454

data/all.text.test.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:153ca33789f9b5bc5c8a7661bb13861a5c714b915b4f9969ae9901bee116d4c7
-size 648758

data/all.text.train.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:03b9908ba4662b81879c719ae7d19e72ff8c705eb7dc127450bc232810068bae
-size 5372370

data/hotels.sentence.dev.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:20031ce694af034095ed181f9dca2d0c636db5bd9ecf450da1c29b2d3a724609
-size 294536

data/hotels.sentence.test.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6a6422a9763441695adcb3c12224789168ec5e1eea3d7b1b04a59ece4bebbb50
-size 285134

data/hotels.sentence.train.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:dcff8e61d166d90be40d28cea6dd4632879232eab0dee8eae0ae74fd595ebc28
-size 2282109

data/hotels.text.dev.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:1cd423189430b93587d64563c5c2287d70f799ef6af266d5756c281b65d82e07
-size 319625

data/hotels.text.test.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:4ed729987dbed64ac5f3b2ada48524c4f6caed5845930b9a5ba04469bb438890
-size 309008

data/hotels.text.train.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b84368ee95fc109bd9ff6044c2a7ef0973257a0a5d9d118eeb07d00aaec0efc5
-size 2661279

data/medicine.sentence.dev.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:2be6db1625cc975ae83cd91fe9ce02deed45afc24023ef62f15fd6f9f225007d
-size 305704

data/medicine.sentence.test.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:7f14cb7251c64f40b388187f47d928c15850bc9d41efeda29e46b4be277914b5
-size 306561

data/medicine.sentence.train.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:83021c5763d2111593563a9af5070dcae84a7762a6215b1b5eadb48daed70e97
-size 2449813

data/medicine.text.dev.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:aa17a4a22173cae5f081fae4a127415b35990afe31068de14ad8408aef01e945
-size 280800

data/medicine.text.test.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:aa7c2f894fe44dc6abe3e2c503c2c656c1aa0f22cf7a33143fa1bc47fc53f702
-size 280002

data/medicine.text.train.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:dc6ec05cf2f9537b31d82ef9bdd548ae56caaae25233a962ec12b14ec72a9c89
-size 2203864

data/products.sentence.dev.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5894275714ae406a99cd121a37024c6850940085464ff6b1e734465346beb50f
-size 91378

data/products.sentence.test.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:4773de89df8de19c077169c5dbe84d2cddb0c702854753655211376c9b58180d
-size 90561

data/products.sentence.train.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b19ffdd9ca8877e65372e4f9802146a3c4e6d7715f06ac28b6115ff00ea51691
-size 724260

data/products.text.dev.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b0d5da94aaf33179e7b7396c78e198b558883e9fd0f1b321c0aabaf472a40a96
-size 39651

data/products.text.test.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:cd837925da8ad894b4b96241e34ae12d8bfbd75ab218e761c3ed9106ccc08c69
-size 38628

data/products.text.train.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0769fa52b863dcf06ec583060681639046c04648dc382907a72bf1c43ccef5f0
-size 318245

data/reviews.sentence.dev.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:fef72f390cf78f072e6c32d17660510375df8bf670cb75bec81aa4400303a43c
-size 34018

data/reviews.sentence.test.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:1785c7e2ebfe55e1b8d9e1fffb3c04b5ffd565c131b71c0ef387528a60e829ff
-size 34159

data/reviews.sentence.train.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:fb52184a32b84d321001641b7c3f5d99e6ffbc3ecce5d6c5f0037e8e16d7a24a
-size 266284

data/reviews.text.dev.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d29cd3da6b943e7e8112c4c3b5f23f58105ed8be5f8c3763b979e41a1820f65c
-size 23378

data/reviews.text.test.txt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f7a71a534f85d4439d5f04cb3b6dba5add48f23aa47f33edefd43825625457c1
-size 21120